发现优秀的 MCP 服务器

mcp-retrieval-probe

An evaluation harness that probes MCP-based retrieval servers for calibration, relevance, coverage, citation integrity, and more, also exposing the probes as MCP tools for assistants and CI agents.

transport12 MCP Server

MCP server that integrates with the transport12 API to provide tools for searching stops, routes, arrivals, and vehicle forecasts, enabling natural language interaction with public transport data.

SSH MCP Server

一个模型上下文协议（Model Context Protocol）服务器实现，它通过 SSH 实现安全的远程命令执行，并提供管理和使用 SSH 凭证的功能。

mcp-drawio-server

Turns relational schemas into editable entity-relationship diagrams in draw.io, supporting live databases, SQL DDL, YAML/JSON specs, and existing .drawio files, with tools for managing tables, columns, and relations.

github-rag-mcp

Enables AI agents to search and retrieve context from GitHub issues, pull requests, releases, and documentation using hybrid semantic search and time-ordered activity scans.

youtube-mcp-download

Provides tools to download YouTube videos and playlists asynchronously, with job tracking and metadata storage via a SQLite database, enabling library management through natural language.

Turbovec MCP Server

Provides persistent long-term memory (semantic RAG) for AI coding assistants, enabling them to store and semantically search code and documentation across chat sessions without token limits.

Eventbrite MCP Server

This is a Model Context Protocol (MCP) server that provides tools for interacting with the Eventbrite API. It allows AI assistants to search for events, get event details, retrieve venue information, and more.

Catalog CLI MCP Server

Agent-native Amazon catalog auditing tool that enables AI agents to scan, check, and diff Category Listing Reports and live Seller Central listings via MCP tools.

RefineDataMCP

Provides data preparation, anonymization, and processing tools for AI agents, handling big data with Polars and DuckDB.

genconfigenvserver

Generates security config files from environment variables and remote Firebase configuration.

Stock Data MCP Server

Provides real-time stock market data through Yahoo Finance without requiring an API key. Get quotes, historical data, company information, financial statements, and ticker search capabilities.

Mindway MCP Server

Provides a read-only context gateway for the Mindway operating protocol, enabling AI clients to load startup context, search public guidelines, and retrieve protocol documentation safely with path traversal protection.

temp-notes

A lightweight service that provides cross conversation temporary information storage and retrieval for AI agents, supporting step-by-step processing of complex tasks.

Webhound MCP

Webhound is a research engine with an explicit effort control: a prompt defines the investigation and a dollar budget defines how much work it deserves. It returns cited reports or sourced datasets with the working documents, claims, sources, limitations, and evidence pack behind the answer.

mcp-pyatv

MCP server for controlling Apple TV, HomePod, and AirPlay devices via pyatv, offering 32 tools for playback, navigation, volume, apps, and more.

tibet-phantom-mcp

MCP server for Phantom Resume that enables cross-device AI session portability with TIBET provenance, allowing users to seal an AI session on one device and resume it on another.

Resend MCP Server

Enables sending emails and managing email delivery through Resend's API, allowing users to compose and send emails using natural language.

smbcloud

MCP interface for smbCloud

retrieval

Scores AI outputs for faithfulness, relevancy, and hallucination inside any MCP client, with custom metrics, golden sets, and run history with dashboards.

Vision MCP

Enables image analysis and understanding using Vision Language Models through OpenAI-compatible APIs. Supports analyzing images from URLs or local files with custom prompts.

solidworks-mcp

Drives SolidWorks 2022 on Windows via COM to perform CAD operations like sketching, features, dimensioning, and mass property inspection from AI assistants.

GPT OpenMemory MCP Server

Enables ChatGPT Desktop to save and manage conversation memories locally in SQLite, providing memory search, summarization, and markdown export capabilities to replace the built-in memory feature when in developer mode.

SQLite MCP Server

Enables secure and controlled access to SQLite databases through the Model Context Protocol. Provides comprehensive database operations with granular permissions, SQL injection protection, and audit logging for safe database interactions.

Secure Local Workspace MCP

Enables ChatGPT and Codex to safely work with explicitly authorized local project folders through MCP, providing constrained file reading, searching, patch editing, Git inspection, and whitelisted tasks without exposing arbitrary shell, deletion, or deployment capabilities.

Google Drive MCP Server

Enables searching, retrieving, and managing files in Google Drive using a service account. Supports file search with query syntax, metadata retrieval, folder operations, file moving, and folder creation.

TouchBridge

TouchBridge is a local-first MCP server for iOS simulators and physical devices, enabling AI to see, control, test, and redesign iPhone screens through a structured screenshot bridge and tool surface.

okaneland-mcp

Provides current, human-verified pricing for 100+ AI tools and calculates AI product margins (MRR after costs). Fetches live price index and runs locally.

Hashnode MCP Server

A Model Context Protocol server that enables AI assistants to programmatically interact with the Hashnode API for creating, updating, searching, and retrieving blog content.

io.github.bhuvnsh/mcp-mapmyindia

Enables geocoding, reverse geocoding, place search, nearby discovery, routing, and distance calculations using Mappls/MapMyIndia location data for India.